Principal Software Engineer - Generative AI

Key Skills

Aartificial intelligence, Analytical and Problem solving, ChatGPT, CNNs, Data science techniques, Deep Learning, Generative AI, Machine learning techniques, Natural Language Processing (NLP), Optimization, PyTorch, RNNs, TensorFlow

Job Description

If you are looking for a game-changing career, working for one of the world's leading financial institutions, you’ve come to the right place.

As a Principal Software Engineer at JPMorgan Chase within the Corporate Technology's Compliance Control & Regulatory Technology team, you provide expertise and engineering excellence as an integral part of an agile team to enhance, build, and deliver trusted market-leading technology products in a secure, stable, and scalable way. Leverage your advanced technical capabilities and collaborate with colleagues across the organization to drive best-in-class outcomes across various technologies to support one or more of the firm’s portfolios.

Job responsibilities

• Develop and Implement Generative Models: Design and implement state-of-the-art generative models and explore novel techniques.
• Apply Generative Models to NLP Tasks: Utilize generative models like ChatGPT APIs for natural language processing tasks, including prompt engineering for summarization and content generation. Use Deep Learning models like CNN, RNN and NLP (BERT) for solving various business use cases like name entity resolution, forecasting and anomaly detection.
• Collaborate with Cross-functional Teams: Work closely with data scientists, machine learning engineers, and domain experts to integrate generative models into diverse applications, ensuring seamless integration with ChatGPT APIs.
• Optimize and Fine-tune Generative Models: Implement optimization strategies to fine-tune generative models for specific NLP use cases, ensuring high-quality outputs in summarization and text generation.
• Evaluate and Improve Model Performance: Conduct thorough evaluations of generative models, iterate on model architectures, and implement improvements to enhance overall performance in NLP applications.
• Explore New Use Cases with ChatGPT APIs: Experiment with ChatGPT APIs to explore and develop new use cases, leveraging their capabilities for innovative applications.
• Product Delivery: Leverage experience with AI frameworks, methodologies, and technical challenges faced by product teams to effectively communicate with engineers and drive product delivery
• Data Processing : Use large scale data processing frameworks such as Spark, AWS EMR for feature engineering and be proficient across various data both structured and unstructured.
• Creates durable, reusable software frameworks that are leveraged across teams and functions
• Influences leaders and senior stakeholders across business, product, and technology teams
• Champions the firm’s culture of diversity, equity, inclusion, and respect

Required qualifications, capabilities, and skills

• Curiosity, creativity, resourcefulness and a collaborative spirit. Demonstrated ability to work on multi-disciplinary teams with diverse backgrounds
• Degree in field of Computer Science, Data Science or equivalent discipline. 5+ years of experience in Machine learning/Artificial intelligence technologies
• Expertise in Generative Model Architectures: Strong understanding and hands-on experience with generative model architectures, particularly GANs, VAEs, and expertise in working with ChatGPT APIs.
• Proficient in Deep Learning Frameworks: Experience with TensorFlow, PyTorch, and other relevant frameworks for building and training generative models, including integration with ChatGPT APIs.
• Collaboration and Communication: Strong collaboration skills to work effectively with cross-functional teams, communicate complex concepts, and contribute to interdisciplinary projects.
• Problem-solving and Optimization: Ability to identify and address challenges related to generative models, implement optimizations, and fine-tune models for optimal performance in NLP applications.
• Portfolio of NLP Projects with API Integration: A portfolio showcasing successful applications of generative models in NLP projects, including examples of utilizing ChatGPT APIs for prompt engineering.

Preferred qualifications, capabilities, and skills

• Advanced Programming Skills: Proficiency in Python for model development, experimentation, and working with APIs like ChatGPT.
• Experience with AI/ML products - Working product knowledge of core AI topics like machine learning algorithms, deep learning, knowledge graph, AI workflows and have experience working with massive amounts of data.
• Research-oriented Mindset: Stay updated on the latest generative AI research, implement cutting-edge techniques, and leverage external APIs for enhanced functionality.

ABOUT US

JPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world’s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.

We recognize that our people are our strength and the diverse talents and perspectives that they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. In accordance with applicable law, we make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as any mental health or physical disability needs. (If you are a US or Canadian applicant with a disability and wish to request an accommodation to complete the application process, please contact us by calling the Accessibility Line (US and Canada Only) 1-866-777-4690 and indicate the specifics of the assistance needed.)

We offer a competitive total rewards package including base salary determined based on the role, experience, skill set, and location. For those in eligible roles, we offer discretionary incentive compensation which may be awarded in recognition of firm performance and individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process.

JPMorgan Chase is an Equal Opportunity Employer, including Disability/Veterans